Renovate, Redesign and Remake© with AI

The Podcast proposes an R³ framework for implementing artificial intelligence (AI) in organizations.The framework, devised by Greg Twemlow, consists of three stages: Renovate, Redesign, and Remake. Renovate focuses on using AI to enhance existing processes and workflows by automating tasks and improving efficiency. Redesign involves integrating AI to enhance existing products and services, leading to new features, improved performance, and better customer experiences.Remake takes a more transformative approach, using AI to develop entirely new products, services, and business models. The article primarily focuses on Renovate, providing practical guidance on adopting off-the-shelf AI tools, managing change, and overcoming employee resistance. The Podcast emphasizes that AI should be used to augment human capabilities, not replace them, and offers strategies for measuring the return on investment (ROI) of AI initiatives.About the Author - Greg Twemlow writes and teaches at the intersection of technology, education, and human judgment. He works with educators and businesses to make AI explainable and assessable in classrooms and boardrooms — to ensure AI users show their process and own their decisions. His cognition protocol, the Context & Critique Rule™, is built on a three-step process: Evidence → Cognition → Discernment — a bridge from what’s scattered to what’s chosen. Context & Critique → Accountable AI™. © 2025 Greg Twemlow. “Context & Critique → Accountable AI” and “Context & Critique Rule” are unregistered trademarks (™).